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Three lines of defense against risks from AI
16 references·5 citing·44 second hop
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References

  • 1974Judgment under Uncertainty: Heuristics and Biases28,742 cited
  • 2019The global landscape of AI ethics guidelines6,172 cited
  • 2019Model Cards for Model Reporting2,653 cited
  • 1976Science and Statistics2,544 cited
  • 2020The Ethics of AI Ethics: An Evaluation of Guidelines1,900 cited
  • 2020Closing the AI accountability gap1,445 cited
  • 2023Artificial Intelligence Risk Management Framework (AI RMF 1.0)1,275 cited
  • 2020Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence906 cited
  • 2011Risk governance420 cited
  • 2021Why fairness cannot be automated: Bridging the gap between EU non-discrimination law and AI334 cited
  • 2010The Role of the Internal Audit Function in the Disclosure of Material Weaknesses329 cited
  • 2018Teaching fairness to artificial intelligence: Existing and novel strategies against algorithmic discrimination under EU law317 cited
  • 2008Internal audit, alternative internal audit structures and the level of misappropriation of assets fraud317 cited
  • 2023Auditing large language models: a three-layered approach287 cited
  • 2015A synthesis of empirical internal audit effectiveness literature pointing to new research opportunities

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278 cited
  • 2023Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction276 cited
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    • 2024A Framework for Assurance Audits of Algorithmic Systems16 cited
    • 2024Risk and artificial general intelligence15 cited
    • 2025AI and VR integration for enhancing ethical decision-making skills and competency of learners in higher education12 cited